Dust motes danced in the single shaft of sunlight cutting through the gloom of the attic. Finn clutched the faded photograph, his grandmother’s smiling face mocking his current state. He’d promised to visit every week. He had failed.

He had expected to feel nostalgia, perhaps sadness. Instead, a dull ache throbbed behind his eyes, a feeling he wanted to dislodge by any means. He ran a hand through his hair, leaving trails of cobwebs. This whole inheritance felt tainted.

He hadn’t been a good grandson. His career, his girlfriend, his entire life had become so self-absorbed. The house, the photograph, the memories – they were all accusing fingers. He wanted to run, to disappear, to pretend this wasn't happening.

His sister, Maya, called up the stairs, her voice cheerful, "Find anything good?" He couldn’t bring himself to answer, to face her knowing, innocent smile.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242